The SEM Control Layer

See how AdgOptz works for Google Ads workflow optimization, including named intent extraction, search term insight, query grouping, negative management, and approval workflows.

How AdgOptz Works | Search Terms, Classifier, N-Grams, Negatives

Click to enlarge

How It Works

SEM Control Layer

Get early access

2942 Century Pl. STE 806

Costa Mesa, CA 92626

contact@adgoptz.com

Early Access

Next steps

Request Early Access

Dashboard login

Terms & Conditions

Automation and Independent Control

Google Ads is becoming increasingly automated, and at the same time advertisers are adopting AI agents, SEM software, proprietary data, and internal decision systems. The problem is that all of these systems can produce recommendations—but there is no independent control layer governing how those decisions actually reach Google Ads.

From intelligence to controlled execution

Control Layer

AdgOptz connects the signals that matter—AI recommendations, SEM software, search behavior, customer intent, products and services, lead quality, revenue, campaign performance, business rules, and human decisions.

It applies the context, governance, and approval logic needed to determine what should actually change, then carries approved actions into Google Ads with a clear audit trail.

Whether a decision originates from AI, software, data, or a person, AdgOptz provides the control layer between the decision and its execution.

AI & Agents

SEM Software

Data

Human Decisions

AdgOptz — SEM Control Layer

Google Ads

Named Entity Recognition (NER)

Named Intent Extraction

Our Intent Extraction Model turns messy search term queries into structured intent signals.

While an AI chatbot may interpret “old film buff” as an elderly film expert, AdgOptz evaluates the searcher's intent in context. That intent understanding helps the platform identify which search terms belong in campaigns and which should be added as negative keywords.

Traditional NER methods are helpful for finding entities, but paid-search optimization often needs more than named entities alone. AdgOptz uses Intent Extraction or NIE (Named Intent Extraction) to understand what the query is.

That means teams can separate research intent, purchase intent, support intent, competitor intent, and low-value noise faster — creating a clearer path from search-term review to classification, routing, and optimization decisions.

Intent Misinterpreted

Intent Correctly Interpreted

Google Ads Search Term Insight

Search term intent understanding

AdgOptz connects directly to your Google Ads search term data and applies structured analysis so teams can move from raw query volume to confident, prioritized decisions.

Google Ads surfaces thousands of search terms across campaigns, but raw export data rarely tells you what to act on first. AdgOptz layers intent classification, N-gram pattern detection, and query-level performance context on top of your search term reports — so what used to take hours of manual review becomes a structured, repeatable workflow.

By combining our NER-powered intent extraction with your actual spend and conversion data, the platform helps teams quickly separate high-value queries from wasted spend and move directly into negative keyword decisions, campaign segmentation, and opportunity discovery.

One Control Layer. Less Manual Work Vs. Agentic Workflow Optimization

AdgOptz brings AI, SEM software, data, business rules, and human decisions into one governed workflow—reducing the manual work required to review search terms, evaluate opportunities, approve changes, and reallocate budget.

Request demo

Request early access

Faster review cycles

Cleaner query analysis

More consistent decision-making

Less manual coordination

AI-powered Google Ads optimization for Shopify sellers

Shopify + Google Ads

AdgOptz connects Shopify product context with Google Ads search-term, spend, and conversion data. Its agentic optimization workflow helps ecommerce teams reduce wasted ad spend, protect valuable demand, and prioritize governed actions that can support more Shopify sales revenue.

Connect store and ad context

Sync Shopify catalog data so AdgOptz understands the products, brands, and collections your Google Ads campaigns should promote.

Let AI agents analyze search demand

Classify shopper intent and surface negative keyword, campaign segmentation, and budget opportunities from Google Ads data.

Optimize toward Shopify revenue

Use approval workflows, performance signals, and marketing-attributed revenue reporting to focus each action on profitable growth.

Request Shopify Google Ads demo

Connected agentic workflow

Shopify catalog

AdgOptz agents

Google Ads

Revenue-focused signals connect search-term decisions back to Shopify sales performance.

Campaign Autopilot channel gap

Shopify Campaign Autopilot does not list Google Ads

Shopify's June 17, 2026 Campaign Autopilot announcement lists Meta ads, Shop Campaigns, and Shopify Messaging as its current channels. Google Ads is not included in that published list.

Shopify also identifies ChatGPT Ads, Microsoft Advertising, and Snapchat as coming soon. AdgOptz adds a dedicated Google Ads optimization layer for Shopify sellers who need search-term governance today.

Read Shopify's Campaign Autopilot announcement